machine_learning

A Few Useful Things to Know About Machine Learning | Tapping into the "folk knowledge" needed to advance machine learning | Pedro Domingos | Communications of the ACM | vol. 55 no. 10 | October 2012 (cacm.acm.org)

Pedro Domingos summarizes 12 key lessons that machine learning researchers and practitioners have learned. These include pitfalls to avoid, important issues to focus on, and answers to common questions....

Multicollinearity in Logistic Regression Models : Anesthesia & Analgesia (journals.lww.com)

Bayman, Emine Ozgur PhD*; Dexter, Franklin MD, PhD, FASA†. Multicollinearity in Logistic Regression Models. Anesthesia & Analgesia 133(2):p 362-365, August 2021. | DOI: 10.1213/ANE.0000000000005593

[PLDI'23] Scallop: A Language for Neurosymbolic Programming (www.youtube.com)

cross-posted from: lemmy.one/post/13942290...

An exploration of multicollinearity | Google Colab (colab.research.google.com)

Original post on r/learnmachinelearning

Activation function and GLU variants for Transformer models | Tarique Anwar | Apr 18, 2022 (medium.com)

Apr 18, 2022 | Tarique Anwar Writes:...

Navigating Neural Networks: Exploring State-of-the-Art Activation Functions – OMSCS 7641: Machine Learning (sites.gatech.edu)

Summary...

Qwen1.5-MoE-A2.7B: A Small MoE Model with only 2.7B Activated Parameters yet Matching the Performance of State-of-the-Art 7B models (www.marktechpost.com)

Python Data Science Day will be taking place March 14th, 2024; a “PyDay” on Pi Day (devblogs.microsoft.com)

Dawn Wages writes:...

Python Data Science Cloud Skills Challenge | Microsoft Learn (learn.microsoft.com)

Start 2024 with a new goal: become an expert with Python in the cloud. Join us this quarter as we challenge ourselves with Python, Machine Learning and Data Science....

Midjourney bans all Stability AI employees over alleged data scraping (www.theverge.com)

cross-posted from: lemmy.ml/post/13088944

The Annotated S4 (srush.github.io)

Monte-Carlo Graph Search from First Principles (github.com)

Image denoising techniques: A comparison of PCA, kernel PCA, autoencoder, and CNN (www.fabriziomusacchio.com)

June 21, 2023 | Fabrizio Musacchio writes:...

Opus 1.5 Released - achieves audible, non-stuttering talk at 90% packet loss (opus-codec.org)

cross-posted from: programming.dev/post/11034601...

Scientists warn of AI collapse - Converging Results (Video) (www.youtube.com)

Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing (www.research.autodesk.com)

The code github.com/jmatejka/same-stats-different-graphs

Hot

A Few Useful Things to Know About Machine Learning | Tapping into the "folk knowledge" needed to advance machine learning | Pedro Domingos | Communications of the ACM | vol. 55 no. 10 | October 2012 (cacm.acm.org)

Multicollinearity in Logistic Regression Models : Anesthesia & Analgesia (journals.lww.com)

[PLDI'23] Scallop: A Language for Neurosymbolic Programming (www.youtube.com)

An exploration of multicollinearity | Google Colab (colab.research.google.com)

Activation function and GLU variants for Transformer models | Tarique Anwar | Apr 18, 2022 (medium.com)

Navigating Neural Networks: Exploring State-of-the-Art Activation Functions – OMSCS 7641: Machine Learning (sites.gatech.edu)

Qwen1.5-MoE-A2.7B: A Small MoE Model with only 2.7B Activated Parameters yet Matching the Performance of State-of-the-Art 7B models (www.marktechpost.com)

Python Data Science Day will be taking place March 14th, 2024; a “PyDay” on Pi Day (devblogs.microsoft.com)

Python Data Science Cloud Skills Challenge | Microsoft Learn (learn.microsoft.com)

Midjourney bans all Stability AI employees over alleged data scraping (www.theverge.com)

The Annotated S4 (srush.github.io)

Monte-Carlo Graph Search from First Principles (github.com)

Image denoising techniques: A comparison of PCA, kernel PCA, autoencoder, and CNN (www.fabriziomusacchio.com)

Opus 1.5 Released - achieves audible, non-stuttering talk at 90% packet loss (opus-codec.org)

Scientists warn of AI collapse - Converging Results (Video) (www.youtube.com)

Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing (www.research.autodesk.com)

Where Is Noether's Principle in Machine Learning? | 2024-02-29 (cgad.ski)

Why Is the Current XAI Not Meeting the Expectations? – Communications of the ACM (cacm.acm.org)

A One-Stop Shop for Principal Component Analysis (towardsdatascience.com)

Offline listening and speaking bot (github.com)

My Target Audience | The Two Culture Problem (scientificcoder.com)

The Math behind Adam Optimizer | Towards Data Science (towardsdatascience.com)

Code Llama 70B: a new, more performant version of Meta's LLM for code generation is now available. (twitter.com)

Real World Data Science Competition | When will the cherry trees bloom? (realworlddatascience.net)

NumPy 2 is coming: preventing breakage, updating your code (pythonspeed.com)